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Papers Containing Tag(s): 'Bureau of Labor Statistics'

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Longitudinal Business Database - 138

Center for Economic Studies - 135

North American Industry Classification System - 131

Current Population Survey - 116

Longitudinal Employer Household Dynamics - 100

Bureau of Economic Analysis - 100

Internal Revenue Service - 96

National Science Foundation - 96

Standard Industrial Classification - 94

Employer Identification Numbers - 82

Annual Survey of Manufactures - 79

Ordinary Least Squares - 70

National Bureau of Economic Research - 70

Census Bureau Disclosure Review Board - 68

American Community Survey - 66

Economic Census - 65

Total Factor Productivity - 64

Census of Manufactures - 55

Social Security Administration - 55

Federal Statistical Research Data Center - 53

Metropolitan Statistical Area - 53

Business Register - 52

Federal Reserve Bank - 52

Quarterly Census of Employment and Wages - 49

Alfred P Sloan Foundation - 46

County Business Patterns - 43

Chicago Census Research Data Center - 43

Longitudinal Research Database - 43

Business Dynamics Statistics - 40

Survey of Income and Program Participation - 40

Census Bureau Business Register - 39

Social Security - 38

Disclosure Review Board - 37

Quarterly Workforce Indicators - 36

Decennial Census - 34

Standard Statistical Establishment List - 34

Department of Labor - 33

Unemployment Insurance - 32

Cornell University - 32

Protected Identification Key - 31

University of Chicago - 31

Research Data Center - 31

Social Security Number - 30

Special Sworn Status - 30

University of Maryland - 29

Service Annual Survey - 27

Federal Reserve System - 26

Census Bureau Longitudinal Business Database - 26

Cobb-Douglas - 25

Office of Management and Budget - 22

Local Employment Dynamics - 20

2010 Census - 19

International Trade Research Report - 19

American Economic Review - 19

Business Employment Dynamics - 19

Employer Characteristics File - 18

LEHD Program - 18

Longitudinal Firm Trade Transactions Database - 18

Department of Homeland Security - 18

Census of Manufacturing Firms - 18

Department of Economics - 17

Characteristics of Business Owners - 17

Financial, Insurance and Real Estate Industries - 17

Kauffman Foundation - 17

Occupational Employment Statistics - 16

National Institute on Aging - 16

Generalized Method of Moments - 16

Small Business Administration - 16

Retail Trade - 16

Permanent Plant Number - 16

Department of Commerce - 15

Organization for Economic Cooperation and Development - 15

Employment History File - 14

Postal Service - 14

National Income and Product Accounts - 14

Quarterly Journal of Economics - 14

Cornell Institute for Social and Economic Research - 14

Core Based Statistical Area - 14

IQR - 13

Herfindahl Hirschman Index - 13

Individual Characteristics File - 13

Master Address File - 13

Michigan Institute for Teaching and Research in Economics - 13

American Economic Association - 13

Harmonized System - 13

Journal of Economic Literature - 13

University of Michigan - 13

Standard Occupational Classification - 12

Office of Personnel Management - 12

National Longitudinal Survey of Youth - 12

Company Organization Survey - 12

Survey of Business Owners - 12

Bureau of Labor - 12

Patent and Trademark Office - 12

New York Times - 12

W-2 - 11

National Center for Health Statistics - 11

Board of Governors - 11

World Trade Organization - 11

PSID - 11

NBER Summer Institute - 11

New York University - 11

Current Employment Statistics - 11

TFPQ - 11

Labor Productivity - 11

Business Master File - 11

Labor Turnover Survey - 10

VAR - 10

Journal of Labor Economics - 10

Review of Economics and Statistics - 10

Census Bureau Center for Economic Studies - 10

Establishment Micro Properties - 10

Energy Information Administration - 9

Environmental Protection Agency - 9

COVID-19 - 9

Composite Person Record - 9

Department of Agriculture - 9

Successor Predecessor File - 9

AKM - 9

Journal of Political Economy - 9

Council of Economic Advisers - 9

Wholesale Trade - 9

Sloan Foundation - 9

Detailed Earnings Records - 9

Customs and Border Protection - 9

Information and Communication Technology Survey - 9

BLS Handbook of Methods - 9

Agency for Healthcare Research and Quality - 9

Employer-Household Dynamics - 8

Herfindahl-Hirschman - 8

Census of Retail Trade - 8

Annual Business Survey - 8

Integrated Longitudinal Business Database - 8

Accommodation and Food Services - 8

United States Census Bureau - 8

Ohio State University - 8

Columbia University - 8

General Accounting Office - 8

Boston College - 8

Technical Services - 8

Survey of Industrial Research and Development - 8

Urban Institute - 8

Person Validation System - 8

Securities and Exchange Commission - 8

Business Register Bridge - 8

UC Berkeley - 8

JOLTS - 8

Limited Liability Company - 8

Michigan Institute for Data Science - 8

Federal Tax Information - 8

Retirement History Survey - 8

University of California Los Angeles - 8

North American Industry Classi - 8

Journal of Economic Perspectives - 8

Census Bureau Business Dynamics Statistics - 8

Statistics Canada - 8

Economic Research Service - 8

Medical Expenditure Panel Survey - 8

Harvard University - 8

Administrative Records - 8

American Statistical Association - 8

Social and Economic Supplement - 7

National Institutes of Health - 7

Consumer Expenditure Survey - 7

Business R&D and Innovation Survey - 7

North American Free Trade Agreement - 7

National Establishment Time Series - 7

National Academy of Sciences - 7

Yale University - 7

United Nations - 7

Business Services - 7

COMPUSTAT - 7

Center for Administrative Records Research - 7

MIT Press - 7

American Housing Survey - 7

Census Industry Code - 7

National Employer Survey - 6

CDF - 6

Agriculture, Forestry - 6

Cumulative Density Function - 6

Department of Education - 6

Stanford University - 6

Earned Income Tax Credit - 6

Federal Trade Commission - 6

Department of Justice - 6

Management and Organizational Practices Survey - 6

Business Research and Development and Innovation Survey - 6

National Center for Science and Engineering Statistics - 6

Integrated Public Use Microdata Series - 6

Census Numident - 6

Ewing Marion Kauffman Foundation - 6

Annual Survey of Entrepreneurs - 6

Review of Economic Studies - 6

Center for Research in Security Prices - 6

Department of Housing and Urban Development - 6

Census of Services - 6

Business Formation Statistics - 6

Census 2000 - 6

Kauffman Firm Survey - 6

Department of Energy - 5

Oil and Gas Extraction - 5

Nonemployer Statistics - 5

Supplemental Nutrition Assistance Program - 5

Health and Retirement Study - 5

Educational Services - 5

University of Toronto - 5

International Trade Commission - 5

Russell Sage Foundation - 5

2SLS - 5

Disability Insurance - 5

Personally Identifiable Information - 5

Federal Reserve Bank of Chicago - 5

TFPR - 5

Indian Health Service - 5

Public Administration - 5

Initial Public Offering - 5

George Mason University - 5

Stern School of Business - 5

Georgetown University - 5

World Bank - 5

Fabricated Metal Products - 5

Centers for Disease Control and Prevention - 4

Survey of Consumer Finances - 4

Arts, Entertainment - 4

IZA - 4

Heckscher-Ohlin - 4

Data Management System - 4

Person Identification Validation System - 4

Paycheck Protection Program - 4

Princeton University - 4

European Commission - 4

Housing and Urban Development - 4

ASEC - 4

Professional Services - 4

Foreign Direct Investment - 4

1940 Census - 4

Journal of Human Resources - 4

National Health Interview Survey - 4

Linear Probability Models - 4

Temporary Assistance for Needy Families - 4

Department of Defense - 4

Public Use Micro Sample - 4

State Energy Data System - 4

Wal-Mart - 4

Federal Insurance Contribution Act - 4

Commodity Flow Survey - 4

Journal of International Economics - 4

International Standard Industrial Classification - 4

Securities Data Company - 4

Penn State University - 4

Pollution Abatement Costs and Expenditures - 4

National Research Council - 4

Consolidated Metropolitan Statistical Areas - 4

Legal Form of Organization - 3

MAF-ARF - 3

Minnesota Population Center - 3

Adjusted Gross Income - 3

MTO - 3

Citizenship and Immigration Services - 3

New England County Metropolitan - 3

Computer Assisted Personal Interview - 3

SSA Numident - 3

Current Population Survey Annual Social and Economic Supplement - 3

Manufacturing Energy Consumption Survey - 3

European Union - 3

Pew Research Center - 3

PIKed - 3

Federal Government - 3

CAAA - 3

Health Care and Social Assistance - 3

HHS - 3

Value Added - 3

Research and Development - 3

Princeton University Press - 3

Probability Density Function - 3

IBM - 3

Census Bureau Master Address File - 3

Summary Earnings Records - 3

Duke University - 3

Society of Labor Economists - 3

Social Security Disability Insurance - 3

Journal of Econometrics - 3

Insurance Information Institute - 3

Sample Edited Detail File - 3

Supreme Court - 3

Boston Research Data Center - 3

Electronic Data Interchange - 3

Chicago RDC - 3

E32 - 3

WECD - 3

Cambridge University Press - 3

employed - 99

employ - 98

labor - 97

workforce - 91

recession - 79

payroll - 71

employee - 67

manufacturing - 62

growth - 60

earnings - 60

econometric - 60

economist - 59

production - 58

sector - 56

industrial - 55

macroeconomic - 54

survey - 51

market - 50

sale - 49

quarterly - 48

expenditure - 44

enterprise - 44

revenue - 41

demand - 40

entrepreneurship - 38

worker - 37

estimating - 37

agency - 35

labor statistics - 34

gdp - 34

endogeneity - 34

economically - 32

report - 32

statistical - 31

job - 30

entrepreneur - 30

employment growth - 30

occupation - 28

respondent - 28

census employment - 28

investment - 28

aggregate - 28

unemployed - 27

efficiency - 26

hiring - 26

salary - 26

trend - 25

census bureau - 25

employment data - 25

productivity growth - 25

layoff - 24

entrepreneurial - 24

employment statistics - 24

longitudinal - 24

estimation - 24

produce - 24

earner - 23

company - 23

establishment - 23

industry productivity - 22

data - 22

microdata - 21

proprietor - 20

productive - 20

employment dynamics - 20

economic census - 20

earn - 19

data census - 19

census data - 19

export - 19

acquisition - 19

innovation - 19

hire - 19

organizational - 19

estimates employment - 19

workplace - 19

unemployment rates - 18

finance - 18

profit - 18

financial - 18

regress - 17

proprietorship - 17

incentive - 17

research census - 17

corporation - 17

spillover - 16

growth productivity - 16

metropolitan - 16

regression - 16

work census - 15

employment estimates - 15

labor productivity - 15

manufacturer - 15

shift - 14

population - 14

welfare - 14

employment unemployment - 14

employee data - 14

profitability - 14

technological - 14

insurance - 14

housing - 14

residential - 14

state - 14

accounting - 14

tenure - 14

relocation - 13

disparity - 13

inventory - 13

productivity dispersion - 13

recessionary - 13

import - 13

monopolistic - 13

depreciation - 13

leverage - 13

econometrician - 13

employment count - 13

socioeconomic - 12

retailer - 12

wholesale - 12

retail - 12

filing - 12

irs - 12

enrollment - 12

poverty - 12

resident - 12

price - 12

firms productivity - 12

heterogeneity - 12

specialization - 12

productivity dynamics - 12

multinational - 12

startup - 12

venture - 12

clerical - 12

employing - 12

turnover - 12

aggregation - 12

rates employment - 11

bias - 11

discrimination - 11

information census - 11

hispanic - 11

employer household - 11

regional - 11

decline - 11

statistician - 11

declining - 11

merger - 11

minority - 10

disadvantaged - 10

labor markets - 10

consumption - 10

residence - 10

tariff - 10

disclosure - 10

financing - 10

corporate - 10

federal - 10

cost - 10

average - 10

outsourcing - 10

regressing - 10

coverage - 10

datasets - 10

regulation - 10

employment flows - 9

migration - 9

relocate - 9

commerce - 9

incorporated - 9

state employment - 9

compensation - 9

censuses surveys - 9

2010 census - 9

rural - 9

debt - 9

neighborhood - 9

investor - 9

equity - 9

factor productivity - 9

younger firms - 9

immigrant - 9

longitudinal employer - 9

employment trends - 9

commodity - 9

competitor - 9

productivity measures - 9

aggregate productivity - 9

reallocation productivity - 9

analysis - 9

indicator - 9

workforce indicators - 9

exporter - 9

business data - 9

founder - 9

endogenous - 9

decade - 9

aging - 9

researcher - 9

region - 9

dispersion productivity - 8

sector productivity - 8

prevalence - 8

consumer - 8

loan - 8

patent - 8

prospect - 8

innovate - 8

relocating - 8

woman - 8

geographically - 8

shock - 8

bankruptcy - 8

product - 8

sourcing - 8

productivity increases - 8

trends employment - 8

buyer - 8

yearly - 8

measures employment - 8

mobility - 8

trends labor - 8

wages productivity - 8

ownership - 8

retirement - 8

area - 8

exogeneity - 7

measures productivity - 7

effects employment - 7

unemployment insurance - 7

benefit - 7

union - 7

agriculture - 7

inflation - 7

spending - 7

ethnicity - 7

census survey - 7

technology - 7

productivity estimates - 7

stock - 7

wage growth - 7

firms employment - 7

firms young - 7

warehousing - 7

wealth - 7

home - 7

firms census - 7

estimator - 7

use census - 7

tax - 7

employment earnings - 7

forecast - 7

department - 7

record - 7

policy - 7

worker demographics - 7

classified - 7

classification - 7

subsidiary - 7

externality - 7

businesses census - 7

census years - 7

surveys censuses - 7

rent - 7

census business - 7

employment measures - 7

opportunity - 7

census research - 7

factory - 7

empirical - 7

grocery - 6

productivity variation - 6

good - 6

lender - 6

racial - 6

race - 6

shareholder - 6

job growth - 6

outsourced - 6

gender - 6

pricing - 6

firms grow - 6

industry growth - 6

quantity - 6

discrepancy - 6

autoregressive - 6

rate - 6

contract - 6

utilization - 6

emission - 6

industry variation - 6

econometrically - 6

recession employment - 6

rates productivity - 6

shipment - 6

exporting - 6

custom - 6

database - 6

startup firms - 6

segregation - 6

imputation - 6

supplier - 6

analysis productivity - 6

employment recession - 6

economic statistics - 6

confidentiality - 6

firm growth - 6

producing - 6

growth firms - 6

owned businesses - 6

study - 6

restructuring - 6

agglomeration economies - 6

agglomeration - 6

capital - 6

warehouse - 5

productivity analysis - 5

percentile - 5

businesses grow - 5

compliance - 5

country - 5

community - 5

eligibility - 5

gain - 5

purchase - 5

lending - 5

credit - 5

employment effects - 5

household surveys - 5

productivity shocks - 5

city - 5

immigration - 5

migrate - 5

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earnings age - 5

insured - 5

bank - 5

funding - 5

prices products - 5

competitiveness - 5

migrant - 5

income data - 5

sectoral - 5

industry concentration - 5

analyst - 5

imported - 5

importer - 5

ethnic - 5

medicare - 5

healthcare - 5

regulatory - 5

industrial classification - 5

classifying - 5

epa - 5

productivity differences - 5

regulation productivity - 5

reporting - 5

workers earnings - 5

foreign - 5

regional economic - 5

associate - 5

trading - 5

downturn - 5

employment wages - 5

industry employment - 5

increase employment - 5

estimates productivity - 5

fluctuation - 5

innovative - 5

ssa - 5

information - 5

industry output - 5

profitable - 5

owner - 5

research - 5

volatility - 5

subsidy - 5

merchandise - 4

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crime - 4

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provided census - 4

pandemic - 4

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creditor - 4

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sociology - 4

takeover - 4

invention - 4

manufacturing productivity - 4

unobserved - 4

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wage regressions - 4

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borrow - 4

substitute - 4

survey income - 4

level productivity - 4

expense - 4

income survey - 4

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matching - 4

medicaid - 4

earnings employees - 4

earnings workers - 4

observed productivity - 4

plant productivity - 4

monopolistically - 4

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tech - 4

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census use - 4

public - 4

startups employees - 4

wage gap - 4

collateral - 4

transition - 4

impact - 4

exogenous - 4

firm dynamics - 4

pension - 4

health insurance - 4

insurance coverage - 4

linked census - 4

census file - 4

wage data - 4

privacy - 4

innovator - 4

productivity firms - 4

effect wages - 4

international trade - 4

growth employment - 4

business owners - 4

dependent - 4

moving - 4

commute - 4

productivity wage - 4

yield - 4

employment entrepreneurship - 4

heterogeneous - 4

retailing - 4

coverage employer - 4

pollution - 4

environmental - 4

statistical agencies - 4

capital productivity - 4

educated - 4

distribution - 3

mandate - 3

employed census - 3

childcare - 3

poorer - 3

trade costs - 3

borrower - 3

citizen - 3

investment productivity - 3

innovation productivity - 3

innovating - 3

invest - 3

firms age - 3

urban - 3

risk - 3

security - 3

midwest - 3

firms size - 3

banking - 3

renter - 3

disaster - 3

estimates production - 3

policymakers - 3

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consolidated - 3

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1040 - 3

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elasticity - 3

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firm innovation - 3

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manager - 3

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publicly - 3

industry wages - 3

practices productivity - 3

liquidation - 3

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manufacturing industries - 3

wage differences - 3

survey data - 3

statistical disclosure - 3

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characteristics businesses - 3

income year - 3

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environmental regulation - 3

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employment changes - 3

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geography - 3

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Viewing papers 281 through 290 of 340


  • Working Paper

    Tracing the Sources of Local External Economies

    August 2004

    Authors: Edward Feser

    Working Paper Number:

    CES-04-13

    In a cross-sectional establishment-level analysis using confidential secondary data, I evaluate the influence of commonly postulated sources of localized external economies'supplier access, labor pools, and knowledge spillovers'on the productivity of two U.S. manufacturing sectors (farm and garden machinery and measuring and controlling devices). Measures incorporating different distance decay specifications provide evidence of the spatial extent of the various externality sources. Chinitz's (1961) hypothesis of the link between local industrial organization and agglomeration economies is also investigated. The results show evidence of labor pooling economies and university-linked knowledge spillovers in the case of the higher technology measuring and controlling devices sector, while access to input supplies and location near centers of applied innovation positively influence efficiency in the farm and garden machinery industry. Both sectors benefit from proximity to producer services, though primarily at a regional rather than highly localized scale.
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  • Working Paper

    Hierarchies, Specialization, and the Utilization of Knowledge: Theory and Evidence from the Legal Services Industry

    May 2004

    Working Paper Number:

    CES-04-07

    What role do hierarchies play with respect to the organization of production and what determines their structure? We develop an equilibrium model of hierarchical organization, then provide empirical evidence using confidential data on thousands of law offices from the 1992 Census of Services. The driving force in the model is increasing returns in the utilization of acquired knowledge. We show how the equilibrium assignment of individuals to hierarchical positions varies with the degree to which their human capital is field-specialized, then show how this equilibrium changes with the extent of the market. We find empirical evidence consistent with a central proposition of the model: the share of lawyers that work in hierarchies and the ratio of associates to partners increases as market size increases and lawyers field-specialize. Other results provide evidence against alternative interpretations that emphasize unobserved differences in the distribution of demand or 'firm size effects,' and lend additional support to the view that a role hierarchies play in legal services is to help exploit increasing returns associated with the utilization of human capital.
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  • Working Paper

    Firms and Layoffs: The Impact of Unionization on Involuntary Job Loss

    March 2003

    Working Paper Number:

    CES-03-09

    This paper focuses on the impact of unionization on involuntary job loss using establishment data from the 1997 National Employer Survey (NES-II) and merging those data with contextual data at the industry level as well as with local labor market data. The estimated logit models included information on unionization rates and employment security provisions present in collective bargaining agreements as factors influencing layoff rates for individual establishments, controlling for establishment size, firm structure, use of non-regular employees, product/service demand and local employment. Results show that the impact of unionization is not significant except for (1) establishments that operate in the non-manufacturing sector; and (2) establishments operating in industries that have major collective bargaining agreements which contain moderate employment security provisions. Under those conditions, unionization decreases layoff rates; otherwise, unionization has no effect on layoff rates. These results provide some evidence that unions may have placed increased emphasis on employment security in order to protect members against involuntary job loss. This is in contrast to earlier studies which found a positive relationship between unionization and layoffs. In addition, establishments in Right-to-Work states have higher rates of involuntary job loss.
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  • Working Paper

    Describing the Form 5500-Business Register Match

    January 2003

    Working Paper Number:

    tp-2003-05

    View Full Paper PDF
  • Working Paper

    The Relation among Human Capital, Productivity and Market Value: Building Up from Micro Evidence

    December 2002

    Working Paper Number:

    tp-2002-14

    This paper investigates and evaluates the direct and indirect contribution of human capital to business productivity and shareholder value. The impact of human capital may occur in two ways: the specific knowledge of workers at businesses may directly increase business performance, or a skilled workforce may also indirectly act as a complement to improved technologies, business models or organizational practices. We use newly created firm-level measures of workforce human capital and productivity to examine links between those measures and the market value of the employing firm. The new human capital measures come from an integrated employer-employee data base under development at the US Census Bureau. We link these data to financial information from Compustat at the firm level, which provides measures of market value and tangible assets. The combination of these two sources permits examination of the link between human capital, productivity, and market value. There is a substantial positive relation between human capital and market value that is primarily related to the unmeasured personal characteristics of the employees, which are captured by the new measures.
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  • Working Paper

    Using Administrative Earnings Records to Assess Wage Data Quality in the March Current Population Survey and the Survey of Income and Program Participation

    November 2002

    Authors: Marc Roemer

    Working Paper Number:

    tp-2002-22

    The March Current Population Survey (CPS) and the Survey of Income and Program Participation (SIPP) produce different aggregates and distributions of annual wages. An excess of high wages and shortage of low wages occurs in the March CPS. SIPP shows the opposite, an excess of low wages and shortage of high wages. Exactly-matched Detailed Earnings Records (DER) from the Social Security Administration allow comparing March CPS and SIPP people's wages using data independent of the surveys. Findings include the following. March CPS and SIPP people differ little in their true wage characteristics. March CPS and SIPP represent a worker's percentile rank better than the dollar amount of wages. Workers with one job and low work effort have underestimated March CPS wages. March CPS has a higher level of "underground" wages than SIPP, and increasingly so in the 1990s. March CPS has a higher level of self-employment income "misclassified" as wages than SIPP, and increasingly so in the 1990s. These trends may explain one-third of March CPS's 6-percentage-point increase in aggregate wages relative to independent estimates from 1993 to 1995. Finally, the paper delineates March CPS occupations disproportionately likely to be absent from the administrative data entirely or to "misclassify" self-employment income as wages.
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  • Working Paper

    The Sensitivity of Economic Statistics to Coding Errors in Personal Identifiers

    October 2002

    Working Paper Number:

    tp-2002-17

    In this paper, we describe the sensitivity of small-cell flow statistics to coding errors in the identity of the underlying entities. Specifically, we present results based on a comparison of the U.S. Census Bureau's Quarterly Workforce Indicators (QWI) before and after correcting for such errors in SSN-based identifiers in the underlying individual wage records. The correction used involves a novel application of existing statistical matching techniques. It is found that even a very conservative correction procedure has a sizable impact on the statistics. The average bias ranges from 0.25 percent up to 15 percent for flow statistics, and up to 5 percent for payroll aggregates.
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  • Working Paper

    The Link Between Aggregate and Micro Productivity Growth: Evidence from Retail Trade

    August 2002

    Working Paper Number:

    CES-02-18

    Understanding the nature and magnitude of resource reallocation, particularly as it relates to productivity growth, is important both because it affects how we model and interpret aggregate productivity dynamics, and also because market structure and institutions may affect the reallocation's magnitude and efficiency. Most evidence to date on the connection between reallocation and productivity dynamics for the U.S. and other countries comes from a single industry: manufacturing. Building upon a unique establishment-level data set of U.S. retail trade businesses, we provide some of the first evidence on the connection between reallocation and productivity dynamics in a non-manufacturing sector. Retail trade is a particularly appropriate subject for such a study since this large industry lies at the heart of many recent technological advances, such as E-commerce and advanced inventory controls. Our results show that virtually all of the productivity growth in the U.S. retail trade sector over the 1990s is accounted for by more productive entering establishments displacing much less productive exiting establishments. Interestingly, much of the between-establishment reallocation is a within, rather than betweenfirm phenomenon.
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  • Working Paper

    Abandoning the Sinking Ship: The Composition of Worker Flows Prior to Displacement

    August 2002

    Working Paper Number:

    tp-2002-11

    declines experienced by workers several years before displacement occurs. Little attention, however, has been paid to other changes in compensation and employment in firms prior to the actual displacement event. This paper examines changes in the composition of job and worker flows before displacement, and compares the "quality" distribution of workers leaving distressed firms to that of all movers in general. More specifically, we exploit a unique dataset that contains observations on all workers over an extended period of time in a number of US states, combined with survey data, to decompose different jobflow statistics according to skill group and number of periods before displacement. Furthermore, we use quantile regression techniques to analyze changes in the skill profile of workers leaving distressed firms. Throughout the paper, our measure for worker skill is derived from person fixed effects estimated using the wage regression techniques pioneered by Abowd, Kramarz, and Margolis (1999) in conjunction with the standard specification for displaced worker studies (Jacobson, LaLonde, and Sullivan 1993). We find that there are significant changes to all measures of job and worker flows prior to displacement. In particular, churning rates increase for all skill groups, but retention rates drop for high-skilled workers. The quantile regressions reveal a right-shift in the distribution of worker quality at the time of displacement as compared to average firm exit flows. In the periods prior to displacement, the patterns are consistent with both discouraged high-skilled workers leaving the firm, and management actions to layoff low-skilled workers.
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  • Working Paper

    The Creation of the Employment Dynamics Estimates

    July 2002

    Working Paper Number:

    tp-2002-13

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